{"id":3726,"date":"2026-08-10T09:07:25","date_gmt":"2026-08-10T09:07:25","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-machine-learning-using-python-2024-5\/"},"modified":"2026-08-10T09:07:25","modified_gmt":"2026-08-10T09:07:25","slug":"udemy-machine-learning-using-python-2024-5","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-machine-learning-using-python-2024-5\/","title":{"rendered":"Udemy \u2013 Machine Learning Using Python 2024-5"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Machine Learning Using Python course. This course is considered as an introduction to the field of machine learning with a focus on implementation with the Python programming language. Machine learning is a branch of artificial intelligence that allows systems to learn from data and make predictions or decisions without specific programming. Python has become one of the most popular programming languages \u200b\u200bfor machine learning due to its simplicity, versatility and rich ecosystem of libraries such as scikit-learn, Mlxtend, Pandas, Seaborn, SciPy, etc. During this course, students will explore fundamental machine learning concepts, algorithms, and techniques and gain hands-on experience implementing them using Python. This course covers topics including:<\/span><\/p>\n<div dir=\"ltr\" style=\"text-align: left\" data-purpose=\"safely-set-inner-html:description:description\">\n<ul data-sourcepos=\"9:1-60:38\">\n<li data-sourcepos=\"9:1-10:0\">\n<p data-sourcepos=\"9:3-9:31\"><span style=\"vertical-align: inherit\">An introduction to machine learning<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"11:1-31:0\">\n<p data-sourcepos=\"11:3-11:39\"><span style=\"vertical-align: inherit\">Data cleaning using Python<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"32:1-38:0\">\n<p data-sourcepos=\"32:3-32:58\"><span style=\"vertical-align: inherit\">Dealing with and exploring numerical data and categorical data<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"39:1-44:0\">\n<p data-sourcepos=\"39:3-39:30\"><span style=\"vertical-align: inherit\">Training and data modeling<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"45:1-50:0\">\n<p data-sourcepos=\"45:3-45:44\"><span style=\"vertical-align: inherit\">Dimensionality reduction using feature extraction<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"51:1-59:0\">\n<p data-sourcepos=\"51:3-51:44\"><span style=\"vertical-align: inherit\">Supervised algorithms for classification<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"60:1-60:38\">\n<p data-sourcepos=\"60:3-60:38\"><span style=\"vertical-align: inherit\">Improving model performance with hybrid methods<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"65:1-74:0\">\n<p data-sourcepos=\"65:3-65:40\"><span style=\"vertical-align: inherit\">Evaluation of model performance for classification<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"75:1-80:0\">\n<p data-sourcepos=\"75:3-75:13\"><span style=\"vertical-align: inherit\">regression<\/span><\/p>\n<\/li>\n<li data-sourcepos=\"81:1-92:0\">\n<p data-sourcepos=\"81:3-81:29\"><span style=\"vertical-align: inherit\">Unsupervised algorithms<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-sourcepos=\"93:1-93:62\"><span style=\"vertical-align: inherit\">What you will learn in the Machine Learning with Python course<\/span><\/h3>\n<ul data-sourcepos=\"95:1-99:84\">\n<li data-sourcepos=\"95:1-95:67\"><span style=\"vertical-align: inherit\">Understanding the fundamental concepts of machine learning and its applications in different fields.<\/span><\/li>\n<li data-sourcepos=\"96:1-96:116\"><span style=\"vertical-align: inherit\">Learn the process of data preprocessing, including handling of missing data, feature scaling, and coding of categorical variables.<\/span><\/li>\n<li data-sourcepos=\"97:1-97:142\"><span style=\"vertical-align: inherit\">Mastery of various supervised learning algorithms such as linear regression, logistic regression, decision tree, support vector machines and k-nearest neighbors.<\/span><\/li>\n<li data-sourcepos=\"98:1-98:92\"><span style=\"vertical-align: inherit\">Explore unsupervised learning techniques including clustering, dimensionality reduction, and association rule learning.<\/span><\/li>\n<li data-sourcepos=\"99:1-99:84\"><span style=\"vertical-align: inherit\">Developing the ability to critically analyze and interpret machine learning results and make informed decisions<\/span><\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Details of the Machine Learning Using Python course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/machine-learning-using-python-b\/?couponCode=LETSLEARNNOWPP\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/dr-prerna-agrawal\/\"><span style=\"vertical-align: inherit\">Dr. Prerna Agrawal<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 3 hours and 53 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 13<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\">&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-906409 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Machine-Learning-Using-Python2.jpg\" alt=\"Machine Learning Using Python\" width=\"807\" height=\"685\"><\/h2>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites of the Machine Learning Using Python course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li style=\"text-align: left\">Python Programming<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-906407 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Machine-Learning-Using-Python.jpg\" alt=\"Machine Learning Using Python\" width=\"561\" height=\"249\"><\/h2>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-128495-1\"><video class=\"wp-video-shortcode\" id=\"video-128495-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_Using_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_Using_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_Using_Python_Downloadly.ir.mp4?nocache=1786099327769\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_Using_Python_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitle: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_Using_Python_2024-5.part1_Downloadly.ir.rar?nocache=1786099326\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_Using_Python_2024-5.part2_Downloadly.ir.rar?nocache=1786099326\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 433 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.4 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Machine Learning Using Python course. This course is considered as an introduction to the field of machine learning with a focus on implementation w<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[42075,42076,42077,42078,42079,42080,42081,42082],"class_list":["post-3726","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-machine-learning-using-python","dgi_tag-download-course-machine-learning-using-python","dgi_tag-download-links-machine-learning-using-python","dgi_tag-download-machine-learning-using-python","dgi_tag-dr-prerna-agrawal","dgi_tag-free-download-course-machine-learning-using-python","dgi_tag-free-download-machine-learning-using-python","dgi_tag-free-machine-learning-using-python"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3726\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3726"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3726"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}